| 2012 | Coding of Non-Stationary Sources as a Foundation for Detecting Change Points and Outliers in Binary Time-Series. | Peter Sunehag, Wen Shao, Marcus Hutter |
| 2012 | Associative Classi cation using a Bio-Inspired Algorithm. | Omar S. Soliman, Roba Bahgat, Amr A. Adly |
| 2012 | A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. | Lavneet Singh, Girija Chetty |
| 2012 | CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights. | Md Anisur Rahman, Md Zahidul Islam |
| 2012 | Using network evolution theory and singular value decomposition method to improve accuracy of link prediction in social networks. | Qinxue Meng, Paul J. Kennedy |
| 2012 | Cartesian Genetic Programming for Trading: A Preliminary Investigation. | Michael Mayo |
| 2012 | A Collaborative Filtering Recommendation System Combining Semantics and Bayesian Reasoning. | Jialing Li, Li Li, Xiao Wen, Jianwei Liao |
| 2012 | Indirect Weighted Association Rules Mining for Academic Network Collaboration Recommendations. | Yun Sing Koh, Gillian Dobbie |
| 2012 | Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. | Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez |
| 2012 | Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based. | Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek |
| 2012 | Combining Classifiers in Multimodal Affect Detection. | M. Sazzad Hussain, Hamed Monkaresi, Rafael A. Calvo |
| 2012 | Mining Cluster-based Patterns for Elder Self-care Behavior. | Yu-Shiang Hung, Kuei-Ling B. Chen, Chi-Ta Yang, Guang-Feng Deng |
| 2012 | VICUS - A Noise Addition Technique for Categorical Data. | Helen Giggins, Ljiljana Brankovic |
| 2012 | Functional Visualisation of Genes using Singular Value. | Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole |
| 2012 | ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. | Muhammad Marwan Muhammad Fuad |
| 2012 | Learning Personalized Tag Ontology from User Tagging Information. | Endang Djuana, Yue Xu, Yuefeng Li |
| 2012 | Application of Tree-structured Data Mining for Analysis of Process Logs in XML format. | Dang Bach Bui, Fedja Hadzic, Michael Hecker |
| 2011 | A novel hybrid neural learning algorithm using simulated annealing and quasisecant method. | John Yearwood, Adil M. Bagirov, Sattar Seifollahi |
| 2011 | An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage. | Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios |
| 2011 | Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees. | Alina Van, Valrie Gay, Paul J. Kennedy, Edward Barin, Peter Leijdekkers |
| 2011 | Unsupervised Fraud Detection in Medicare Australia. | MingJian Tang, B. Sumudu U. Mendis, D. Wayne Murray, Yingsong Hu, Alison Sutinen |
| 2011 | Improving Naive Bayes Classifier Using Conditional Probabilities. | Sona Taheri, Musa Mammadov, Adil M. Bagirov |
| 2011 | OO-FSG: An Object-Oriented Approach to Mine Frequent Subgraphs. | Bismita Srichandan, Rajshekhar Sunderraman |
| 2011 | Using Decision Tree for Diagnosing Heart Disease Patients. | Mai Shouman, Tim Turner, Rob Stocker |
| 2011 | Reassembling Multilingual Temporal News Datasets with Incomplete Information. | Calum S. Robertson |